Information Extraction

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022 FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022 Full-Stack Information Extraction System for Cybersecurity Intelligence EMNLP 2022 Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022 Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022 Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022 Generic and Trend-aware Curriculum Learning for Relation Extraction NAACL 2022 GenIE: Generative Information Extraction NAACL 2022 Global Entity Disambiguation with BERT NAACL 2022 Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction NAACL 2022 Graph-based Model Generation for Few-Shot Relation Extraction EMNLP 2022 GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction COLING 2022 HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold EMNLP 2022 Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data NAACL 2022 HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022 Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision NAACL 2022 HITSZ-HLT at SemEval-2022 Task 10: A Span-Relation Extraction Framework for Structured Sentiment Analysis SemEval 2022 HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022 HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese ACL 2022 How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022 How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation? ACL 2022 Human-centered computing in legal NLP - An application to refugee status determination NAACL 2022 Hyperbolic Relevance Matching for Neural Keyphrase Extraction NAACL 2022 IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ACL 2022 IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach EMNLP 2022